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Repeatability of the Vibroarthrogram in the Temporomandibular Joints
Current research concerning the repeatability of the joint’s sounds examination in the temporomandibular joints (TMJ) is inconclusive; thus, the aim of this study was to investigate the repeatability of the specific features of the vibroarthrogram (VAG) in the TMJ using accelerometers. The joint sou...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9737543/ https://www.ncbi.nlm.nih.gov/pubmed/36502244 http://dx.doi.org/10.3390/s22239542 |
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author | Łysiak, Adam Marciniak, Tomasz Bączkowicz, Dawid |
author_facet | Łysiak, Adam Marciniak, Tomasz Bączkowicz, Dawid |
author_sort | Łysiak, Adam |
collection | PubMed |
description | Current research concerning the repeatability of the joint’s sounds examination in the temporomandibular joints (TMJ) is inconclusive; thus, the aim of this study was to investigate the repeatability of the specific features of the vibroarthrogram (VAG) in the TMJ using accelerometers. The joint sounds of both TMJs were measured with VAG accelerometers in two groups, study and control, each consisting of 47 participants (n = 94). Two VAG recording sessions consisted of 10 jaw open/close cycles guided by a metronome. The intraclass correlation coefficient (ICC) was calculated for seven VAG signal features. Additionally, a k-nearest-neighbors (KNN) classifier was defined and compared with a state-of-the-art method (joint vibration analysis (JVA) decision tree). ICC indicated excellent (for the integral below 300 Hz feature), good (total integral, integral above 300 Hz, and median frequency features), moderate (integral below to integral above 300 Hz ratio feature) and poor (peak amplitude feature) reliability. The accuracy scores for the KNN classifier (up to 0.81) were higher than those for the JVA decision tree (up to 0.60). The results of this study could open up a new field of research focused on the features of the vibroarthrogram in the context of the TMJ, further improving the diagnosing process. |
format | Online Article Text |
id | pubmed-9737543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97375432022-12-11 Repeatability of the Vibroarthrogram in the Temporomandibular Joints Łysiak, Adam Marciniak, Tomasz Bączkowicz, Dawid Sensors (Basel) Article Current research concerning the repeatability of the joint’s sounds examination in the temporomandibular joints (TMJ) is inconclusive; thus, the aim of this study was to investigate the repeatability of the specific features of the vibroarthrogram (VAG) in the TMJ using accelerometers. The joint sounds of both TMJs were measured with VAG accelerometers in two groups, study and control, each consisting of 47 participants (n = 94). Two VAG recording sessions consisted of 10 jaw open/close cycles guided by a metronome. The intraclass correlation coefficient (ICC) was calculated for seven VAG signal features. Additionally, a k-nearest-neighbors (KNN) classifier was defined and compared with a state-of-the-art method (joint vibration analysis (JVA) decision tree). ICC indicated excellent (for the integral below 300 Hz feature), good (total integral, integral above 300 Hz, and median frequency features), moderate (integral below to integral above 300 Hz ratio feature) and poor (peak amplitude feature) reliability. The accuracy scores for the KNN classifier (up to 0.81) were higher than those for the JVA decision tree (up to 0.60). The results of this study could open up a new field of research focused on the features of the vibroarthrogram in the context of the TMJ, further improving the diagnosing process. MDPI 2022-12-06 /pmc/articles/PMC9737543/ /pubmed/36502244 http://dx.doi.org/10.3390/s22239542 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Łysiak, Adam Marciniak, Tomasz Bączkowicz, Dawid Repeatability of the Vibroarthrogram in the Temporomandibular Joints |
title | Repeatability of the Vibroarthrogram in the Temporomandibular Joints |
title_full | Repeatability of the Vibroarthrogram in the Temporomandibular Joints |
title_fullStr | Repeatability of the Vibroarthrogram in the Temporomandibular Joints |
title_full_unstemmed | Repeatability of the Vibroarthrogram in the Temporomandibular Joints |
title_short | Repeatability of the Vibroarthrogram in the Temporomandibular Joints |
title_sort | repeatability of the vibroarthrogram in the temporomandibular joints |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9737543/ https://www.ncbi.nlm.nih.gov/pubmed/36502244 http://dx.doi.org/10.3390/s22239542 |
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